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Doctor Ja-Der Liang

 

 

Project Names

Artificial intelligence assisted prediction system of Hepatocellular carcinoma treatment efficacy and post treatment recurrence

 

Project Intro

With the advancement of science and technology, hardware such as GPUs are changing with each passing day, and the application of artificial intelligence is becoming more and more widespread. In recent years, the application of artificial intelligence in medical diagnosis is worthy of study. In the past literature, artificial intelligence has yielded considerable results in predicting the survival rate of liver cancer patients. In the past research, we also used the Support Vector Machine (SVM) to predict the recurrence of liver cancer after receiving radiofrequency ablation (RFA) treatment, and there are considerable results. However, at that time, we only analyzed the data of limited cases with tumor size less than three centimeters within one year after treatment, and did not include medical imaging and other information, such as pathologic parameters. Therefore, in the future years, we hope to build a more complete database based on past research results, including tracking information with longer follow up datas, larger tumor size and with different treatment modalities , and use artificial intelligence and data in combination with medical images such as CT, MRI and US. Analyze the algorithm, establish a recurrence prediction module for the data in the database, and integrate the module in the third year to develop a liver cancer treatment tracking and postoperative recurrence prediction system.

 

Project Host

 

Principal Investigator

 Ja-Der Liang, Doctor 

Division of Gastroenterology,

Dept. Internal Medicine, NTUH

 

Co-Principal Investigator

 CF Chou, Professor

ME Dept, NTU

 

Yao-Ming Wu, Associate Professor

Dept. Surgery, NTUH

  

 

Host's Public Contact Method

Phone:02-23123456 #66551

E-mail:This email address is being protected from spambots. You need JavaScript enabled to view it.

 

 

  Representative Pictures Of The Research

 

 

 

 


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計畫補助單位:科技部
70101 台南市東區大學路1號 成功校區 資訊工程系 舊館1樓4220辦公室
No.4220, CSIE Dept (old building), No.1, University Road, Tainan City 701, Taiwan (R.O.C)

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